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Multi-behavior Graph Contextual Aware Network for Session-based Recommendation


Sep 24, 2021
Qi Shen, Lingfei Wu, Yitong Pang, Yiming Zhang, Zhihua Wei, Fangli Xu, Bo Long


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Graph Learning Augmented Heterogeneous Graph Neural Network for Social Recommendation


Sep 24, 2021
Yiming Zhang, Lingfei Wu, Qi Shen, Yitong Pang, Zhihua Wei, Fangli Xu, Ethan Chang, Bo Long

* 10 pages, 5 figures 

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Deep Natural Language Processing for LinkedIn Search


Aug 16, 2021
Weiwei Guo, Xiaowei Liu, Sida Wang, Michaeel Kazi, Zhiwei Wang, Zhoutong Fu, Jun Jia, Liang Zhang, Huiji Gao, Bo Long

* 18 pages, 5 figures. arXiv admin note: substantial text overlap with arXiv:2108.08252 

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Deep Natural Language Processing for LinkedIn Search Systems


Jul 30, 2021
Weiwei Guo, Xiaowei Liu, Sida Wang, Michaeel Kazi, Zhoutong Fu, Huiji Gao, Jun Jia, Liang Zhang, Bo Long


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Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation


Jul 08, 2021
Yitong Pang, Lingfei Wu, Qi Shen, Yiming Zhang, Zhihua Wei, Fangli Xu, Ethan Chang, Bo Long

* 11 pages, 2 figures 

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SearchGCN: Powering Embedding Retrieval by Graph Convolution Networks for E-Commerce Search


Jul 01, 2021
Xinlin Xia, Shang Wang, Han Zhang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang

* 2 pages, 1 figure; accepted by SIGIR2021 industry track 

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Improving Sequential Recommendation Consistency with Self-Supervised Imitation


Jun 29, 2021
Xu Yuan, Hongshen Chen, Yonghao Song, Xiaofang Zhao, Zhuoye Ding, Zhen He, Bo Long

* accepted by IJCAI 2021 

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Graph Neural Networks for Natural Language Processing: A Survey


Jun 10, 2021
Lingfei Wu, Yu Chen, Kai Shen, Xiaojie Guo, Hanning Gao, Shucheng Li, Jian Pei, Bo Long

* 127 pages 

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Joint Learning of Deep Retrieval Model and Product Quantization based Embedding Index


May 28, 2021
Han Zhang, Hongwei Shen, Yiming Qiu, Yunjiang Jiang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang

* 4 pages, 4 figures; accepted by SIGIR2021 

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Query Rewriting via Cycle-Consistent Translation for E-Commerce Search


Mar 01, 2021
Yiming Qiu, Kang Zhang, Han Zhang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang


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Heterogeneous Network Embedding for Deep Semantic Relevance Match in E-commerce Search


Jan 13, 2021
Ziyang Liu, Zhaomeng Cheng, Yunjiang Jiang, Yue Shang, Wei Xiong, Sulong Xu, Bo Long, Di Jin


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Are Interpretations Fairly Evaluated? A Definition Driven Pipeline for Post-Hoc Interpretability


Sep 16, 2020
Ninghao Liu, Yunsong Meng, Xia Hu, Tie Wang, Bo Long


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Deep Search Query Intent Understanding


Aug 18, 2020
Xiaowei Liu, Weiwei Guo, Huiji Gao, Bo Long


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Deep Query Intent Understanding at Scale


Aug 15, 2020
Xiaowei Liu, Weiwei Guo, Huiji Gao, Bo Long


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Efficient Neural Query Auto Completion


Aug 06, 2020
Sida Wang, Weiwei Guo, Huiji Gao, Bo Long

* Accepted at CIKM 2020 

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DeText: A Deep Text Ranking Framework with BERT


Aug 06, 2020
Weiwei Guo, Xiaowei Liu, Sida Wang, Huiji Gao, Ananth Sankar, Zimeng Yang, Qi Guo, Liang Zhang, Bo Long, Bee-Chung Chen, Deepak Agarwal

* Ranking, Deep Language Models, Natural Language Processing 

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